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Repositories in this selection 10 · UTC 2026-11-03
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1—Vvisenger / awesome-mlopsA curated list of references for MLOpsUnknownUnknown · Restricted / unknownInsufficient rank history14,2572,130——2024-11-21
2—OOpenMined / PySyftPerform data science on data that remains in someone else's serverPythonApache-2.0 · PermissiveInsufficient rank history10,0512,013——2026-11-02
3—FFractal-Compute-Orchestrations / FractalWorkspaceA unified ecosystem and workspace for large-scale federated learning, bridging the gap between centralized model evolution and decentralized edge intelligence.PythonNOASSERTION · Restricted / unknownInsufficient rank history9,2628——2026-10-22
4—Fflwrlabs / flowerFlower: A Friendly Federated AI FrameworkPythonApache-2.0 · PermissiveInsufficient rank history7,1921,246——2026-11-03
5—FFederatedAI / FATEAn Industrial Grade Federated Learning FrameworkPythonApache-2.0 · PermissiveInsufficient rank history6,1111,568——2024-11-19
6—FFractal-Compute-Orchestrations / FractalCoreThe central nervous system and backend orchestrator for Fractal. It handles multi-tenant task scheduling, real-time TFLOPs budgeting, and federated weight aggregation using FedAvg.PythonNOASSERTION · Restricted / unknownInsufficient rank history4,9910——2026-08-22
7—FFractal-Compute-Orchestrations / FractalAndroidA human-centric, resource-aware Android node for edge computing and federated learning. Orchestrates distributed intelligence with privacy-first localization and empathetic hardware management.KotlinNOASSERTION · Restricted / unknownInsufficient rank history4,8940——2026-08-22
8—FFedML-AI / FedMLFEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.PythonApache-2.0 · PermissiveInsufficient rank history4,070770——2025-10-28
9—Ssecretflow / secretflowA unified framework for privacy-preserving data analysis and machine learningPythonApache-2.0 · PermissiveInsufficient rank history2,719469——2026-04-24
10—MMedMNIST / MedMNIST[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image ClassificationPythonApache-2.0 · PermissiveInsufficient rank history1,418217——2025-01-11
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